Numerical Methods and Optimization - An Introduction

List of contents

Basics: Preliminaries. Numbers and Errors. Numerical Methods for Standard Problems: Elements of Numerical Linear Algebra. Solving Equations. Polynomial Interpolation. Numerical Integration. Numerical Solution of Differential Equations. Introduction to Optimization: Basic Concepts. Complexity Issues. Introduction to Linear Programming. The Simplex Method for Linear Programming. Duality and Sensitivity Analysis in Linear Programming. Unconstrained Optimization. Constrained Optimization. Notes and References. Bibliography. Index.

About the author

Sergiy Butenko, Panos M. Pardalos

Product details

• Authors: Sergiy Butenko, Sergiy Pardalos Butenko, Butenko Sergiy, Panos M. Pardalos, Pardalos Panos M.
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 11.03.2014
• EAN: 9781466577770
• ISBN: 978-1-4665-7777-0
• No. of pages: 414
• Series: Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; Social sciences, law, business > Business > Miscellaneous; Product Design, MATHEMATICS / General, BUSINESS & ECONOMICS / Operations Research, MATHEMATICS / Number Systems, computer science, TECHNOLOGY & ENGINEERING / Operations Research, Probability & statistics, Information technology: general issues, Engineering: general, Probability and statistics, Information technology: general topics